Publications

You can also find my articles on my Google Scholar profile.
dise One-Forcing: Towards Stable One-Step Autoregressive Video Generation
Jiaqi Feng, Justin Cui, Yuanhao Ban, Cho-Jui Hsieh
arXiv preprint arXiv:2605.23458, 2026
[Paper] [Code] [Project Page]

One-Forcing enables stable one-step autoregressive video generation by augmenting DMD-based causal distillation with a shared noised-latent adversarial critic.

dise Astra: General Interactive World Model with Autoregressive Denoising
Yixuan Zhu*, Jiaqi Feng*, Wenzhao Zheng, Yuan Gao, Xin Tao, Pengfei Wan, Jie Zhou, Jiwen Lu
The Fourteenth International Conference on Learning Representations (ICLR), 2026
[Paper] [Code] [Project Page]

We introduce Astra, an interactive world model that delivers realistic long-horizon video rollouts under a wide range of scenarios and action inputs.